Proposes an event-based news embedding method via entity/theme extraction, periodic GloVe models, SIF, and Siamese networks, claiming outperformance on shared event detection using GDELT data.
The use of ranks to avoid the assump- tion of normality implicit in the analysis of variance.Jour- nal of the american statistical association, 32(200):675– 701
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A Novel Method for News Article Event-Based Embedding
Proposes an event-based news embedding method via entity/theme extraction, periodic GloVe models, SIF, and Siamese networks, claiming outperformance on shared event detection using GDELT data.